{
 "cells": [
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "# ***Introduction to Radar Using Python and MATLAB***\n",
    "## Andy Harrison - Copyright (C) 2019 Artech House\n",
    "<br/>\n",
    "\n",
    "# Constant False Alaram Rate (CFAR) Detection\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Fixed value thresholds satisfy the condition on the probability of false alarm as long as the noise power is constant.  However, in practical systems, factors such as clutter, interfering sources, and nearby targets cause the noise level to change both spatially and temporally.  Therefore, a continuously changing threshold is needed where the threshold is raised or lowered to maintain a constant probability of false alarm.  This is typically referred to as ***constant false alarm rate*** (CFAR) processing.  CFAR lowers the number of false alarms the radar system must process but may also prevent the detection of some targets.  A fundamental circuit for CFAR processing was first described in 1968 by Finn and Johnson.  While the term CFAR processing refers to a common form of adaptive algorithms used to detect target returns against a background of noise, clutter, and interference, there are several approaches to accomplish this. This example presents some of the more common CFAR techniques.\n",
    "***"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Begin by getting the library path"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 1,
   "metadata": {},
   "outputs": [],
   "source": [
    "import lib_path"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Generate a sample signal to be used (later used matched filter output) using the `random` routines from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 2,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import sqrt, random as rnd\n",
    "\n",
    "number_of_samples = 1000\n",
    "\n",
    "i_noise = rnd.normal(0, 0.05, number_of_samples)\n",
    "\n",
    "q_noise = rnd.normal(0, 0.05, number_of_samples)\n",
    "\n",
    "noise_signal = sqrt(i_noise ** 2 + q_noise ** 2)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create the time array using the `linspace` routine from `scipy`"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 3,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import linspace\n",
    "\n",
    "t = linspace(0.0, 1.0, number_of_samples)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Create example signal for the CFAR process"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 4,
   "metadata": {},
   "outputs": [],
   "source": [
    "from numpy import sin, cos, finfo\n",
    "\n",
    "from scipy import fftpack\n",
    "\n",
    "from scipy.constants import pi\n",
    "\n",
    "\n",
    "s1 = 0.4 * cos(2 * pi * 600 * t) + 1j * 0.4 * sin(2 * pi * 600 * t)\n",
    "\n",
    "s2 = 0.1 * cos(2 * pi * 150 * t) + 1j * 0.1 * sin(2 * pi * 150 * t)\n",
    "\n",
    "s3 = 0.2 * cos(2 * pi * 100 * t) + 1j * 0.2 * sin(2 * pi * 100 * t)\n",
    "\n",
    "\n",
    "signal = abs(fftpack.fft(s1 + s2 + s3 + noise_signal)) + finfo(float).eps\n",
    "\n",
    "signal[0] = 0"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set the CFAR type (Cell Averaging, Cell Averaging Greatest Of, Cell Averaging Smallest Of, Ordered Statistic), the number of guard cells, number of reference cells, and the bias (dB)"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 5,
   "metadata": {},
   "outputs": [],
   "source": [
    "cfar_type = 'Cell Averaging'\n",
    "\n",
    "guard_cells = 8\n",
    "\n",
    "reference_cells = 16\n",
    "\n",
    "bias = 4"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Set up the keyword args"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 6,
   "metadata": {},
   "outputs": [],
   "source": [
    "kwargs = {'signal': signal,\n",
    "\n",
    "          'guard_cells': guard_cells,\n",
    "\n",
    "          'reference_cells': reference_cells,\n",
    "\n",
    "          'bias': bias,\n",
    "\n",
    "          'cfar_type': cfar_type}"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Calculate the CFAR threshold using the `cfar` routine"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 7,
   "metadata": {},
   "outputs": [],
   "source": [
    "from Libs.detection.cfar import cfar\n",
    "\n",
    "cfar_threshold = cfar(**kwargs)"
   ]
  },
  {
   "cell_type": "markdown",
   "metadata": {},
   "source": [
    "Display the CFAR threshold using the `matplotlib` routines"
   ]
  },
  {
   "cell_type": "code",
   "execution_count": 8,
   "metadata": {},
   "outputs": [
    {
     "data": {
      "image/png": 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\n",
      "text/plain": [
       "<Figure size 1080x720 with 1 Axes>"
      ]
     },
     "metadata": {
      "needs_background": "light"
     },
     "output_type": "display_data"
    }
   ],
   "source": [
    "from matplotlib import pyplot as plt\n",
    "\n",
    "from numpy import log10\n",
    "\n",
    "import sys\n",
    "\n",
    "\n",
    "\n",
    "# Set the figure size\n",
    "\n",
    "plt.rcParams[\"figure.figsize\"] = (15, 10)\n",
    "\n",
    "\n",
    "\n",
    "# Display the results\n",
    "\n",
    "plt.plot(10.0 * log10(signal + sys.float_info.min), '', label='Signal')\n",
    "\n",
    "plt.plot(cfar_threshold, 'r--', label='CFAR Threshold')\n",
    "\n",
    "\n",
    "\n",
    "# Set the plot title and labels\n",
    "\n",
    "plt.title('Constant False Alarm Rate', size=14)\n",
    "\n",
    "plt.ylabel('Signal Strength (dB)', size=12)\n",
    "\n",
    "plt.xlabel('Range (m)', size=12)\n",
    "\n",
    "plt.ylim(-10, 30)\n",
    "\n",
    "\n",
    "\n",
    "# Set the tick label size\n",
    "\n",
    "plt.tick_params(labelsize=12)\n",
    "\n",
    "\n",
    "\n",
    "# Set the legend\n",
    "\n",
    "plt.legend(loc='upper right', prop={'size': 10})\n",
    "\n",
    "\n",
    "\n",
    "# Turn on the grid\n",
    "\n",
    "plt.grid(linestyle=':', linewidth=0.5)"
   ]
  }
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